Linux kernel adopts AI coding tools

July 15, 2026, Linus Torvalds declared AI-powered coding tools are welcome in Linux development. Sashiko, an AI code-review system, identified 53% of bugs in tested code.

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$KERNEL 🔻 $KERNEL/USDT Perpetual Market Analysis

KernelDAO ($KERNEL) is experiencing pull-back pressure on the 15m chart, currently trading around $0.05309 with a -2.02% decrease in 24 hours.

📊 24-Hour Trading Overview:

* 24h High: $0.05609

* 24h Low: $0.05285

* 24h Volume: 1.56M KERNEL / $85.45K USDT

💡 Ecosystem Context: As a core multi-chain restaking protocol across Ethereum and BNB Chain (featuring Kelp LRT, Kernel Infrastructure, and Gain Vaults), $KERNEL is currently testing support near its 24h low of $0.05285 after declining from the $0.05512 resistance zone.

Will the $0.0528 support hold for a rebound, or are we heading lower? Share your trading strategy below! 👇

#Linux kernel adopts AI coding tools #CryptoTrading #Altcoins show strong weekly gains


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$KERNEL USDT

KERNELUSDT is up +10.71%, maintaining a bullish short-term structure. Price near 0.03638 is approaching a potential resistance zone around 0.0373–0.0380. A sustained break above that area would strengthen the continuation setup, while rejection could bring price back toward the entry zone. Momentum remains positive as long as nearby support holds.

Entry Zone: 0.0357–0.0364

Target 1: 0.0378

Target 2: 0.0400

Stop Loss: 0.0345

Risk management tip: Wait for confirmation around resistance and keep the maximum loss defined before opening the trade.


#Linux kernel adopts AI coding tools #Meme coins enter crypto ETF #Ethereum and Solana supply changes #US Nonfarm Payrolls fall #CLARITY Act stablecoin ban

$KERNEL

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🚨 Germany just built the world’s fastest electric drone. 🇩🇪 @quantumdrones ’ prototype hit 699 km/h, setting a new world record for an electric drone. It’s building interceptor drones capable of stopping high-speed attack drones before they reach their target. Would you trust AI-powered interceptor drones to protect cities? Comment below 👇

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taste is becoming the scarce skill in AI-assisted design AI knows spacing, hierarchy, typography, and color theory, yet the designer still decides what deserves to exist this 47-minute conversation explains where human judgment enters the design process 00:33 - meet the artists and researchers 13:01 - critical thinking with technology 20:23 - AI’s impact on art and design 25:53 - concerns for the design world 33:39 - AI as a creative medium 39:32 - what it means to work with AI build a reference library and study why each screen works, because repeated judgment sharpens the instructions you give the model the quoted article shows how to turn that judgment into prompts, custom assets, component choices, and a finished product

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AI is getting weirdly good at guessing what Im about to type. Kind of helpful, kind of creepy. Its like having a really smart friend who finishes your sentencesbut also never sleeps and doesnt know wh

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gArc ARC Terminal: An AI Personalized for Your Use AI's future isn’t just about brains, it’s about who holds the remote control of the experience. @TheARCTERMINAL Terminal is all about making your AI work for you. Your chats, memory, and keys stay safe and under your control, thanks to a privacy-first design. An AI of your own starts with ownership, not access.

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For example, my annual subscription to Duolingo costs only 200 yuan. If I spend my time and money on something that vibes like Duolingo but wastes far more than 200, then many software products won’t die—they’ll just change their business pricing models. However, one very significant shift is that getting market positioning right is far more important than writing perfect code.

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GPT CEO Sam Altman (@Sam) said: “I now speak to ChatGPT more than I type.” Many people may still associate voice interaction with the turn-based style of Siri, but GPT-Live has been completely rearchitected for full-duplex communication—allowing the AI to listen and speak simultaneously. You can interrupt mid-sentence to change topics, or pause for several seconds to think about your next move. Sam himself admitted that previously he preferred typing because older voice interfaces felt stiff and overly turn-based. But after GPT-Live’s release, he said on July 8, “It feels genuinely magical.” Blind test data confirms users clearly prefer the new version during 5–10 minute conversations, with a win rate of approximately 75%. 1. Deeply using AI while driving, cooking, or walking 2. 30–40 minute walking conversations have become routine 3. Speaking aloud while having the AI check meeting times, weather, and traffic—all at once OpenAI’s product lead put it bluntly: Voice will ultimately become the primary interface for computing.

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Netflix CEO Ted Sarandos says he doesn't agree with the idea that AI will replace filmmakers. "We used AI to complete a scene in just 17 minutes, where traditional methods would have cost us 2x the time and money." "Yes it's cheaper, but it's also perfect." "We strongly believe AI will enhance the abilities of creators and filmmakers, not replace them."